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Internal testing logic #126

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Aug 16, 2024
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9621c86
Add test of server connection.
Aug 15, 2024
17de2ff
add hop auth
KaraMelih Aug 15, 2024
06f2939
Merge remote-tracking branch 'origin/sybenzvi/unit-tests' into sybenz…
KaraMelih Aug 15, 2024
e655064
identation
KaraMelih Aug 15, 2024
3d69d02
indentation
KaraMelih Aug 15, 2024
9587fc4
Remove test alert.
Aug 15, 2024
8b3ed5d
install hop step
KaraMelih Aug 15, 2024
e05eab7
Merge remote-tracking branch 'origin/sybenzvi/unit-tests' into sybenz…
KaraMelih Aug 15, 2024
f25ed23
Update folder name.
Aug 15, 2024
e1a7ae9
Only run snews_cs tests.
Aug 15, 2024
2f0bedb
Merge branch 'main' into sybenzvi/unit-tests
KaraMelih Aug 15, 2024
1d893bd
Merge remote-tracking branch 'origin/sybenzvi/unit-tests' into sybenz…
KaraMelih Aug 15, 2024
ede28a4
implement a test cache and topic
KaraMelih Aug 15, 2024
bac76e5
is test check
KaraMelih Aug 15, 2024
250bdd1
is test check
KaraMelih Aug 15, 2024
30e7e76
missing commit
KaraMelih Aug 15, 2024
372a074
mention test in the alert type
KaraMelih Aug 15, 2024
f172b47
temp fix
KaraMelih Aug 15, 2024
cc92ea1
clean up
KaraMelih Aug 15, 2024
113eee3
printing mistake
KaraMelih Aug 15, 2024
e488ec6
debugging
KaraMelih Aug 15, 2024
379c7e5
missing arg fix
KaraMelih Aug 15, 2024
4d1486b
debugging
KaraMelih Aug 15, 2024
8ec6a76
rename and fix clear cache
KaraMelih Aug 15, 2024
8add116
add more info to logs
KaraMelih Aug 15, 2024
569481c
clean the decider
KaraMelih Aug 15, 2024
c14d242
Update setup.
Aug 15, 2024
87bcc2e
Merge branch 'main' into internal_testing_logic
KaraMelih Aug 16, 2024
cff5319
Merge remote-tracking branch 'origin/internal_testing_logic' into int…
KaraMelih Aug 16, 2024
c78d1a9
make the log file if not exists
KaraMelih Aug 16, 2024
2f600e3
update requirements
KaraMelih Aug 16, 2024
20fd817
debugging
KaraMelih Aug 16, 2024
87b8cd4
debugging
KaraMelih Aug 16, 2024
abb4b7e
debugging
KaraMelih Aug 16, 2024
fff8bd8
debugged
KaraMelih Aug 16, 2024
2ba72b2
fix my logic
KaraMelih Aug 16, 2024
230e212
bypass hb for the tests
KaraMelih Aug 16, 2024
d4d03c3
update poetry lock
KaraMelih Aug 16, 2024
c3125c7
add the format checker in cs
KaraMelih Aug 16, 2024
d2b1fc1
turn off tests for now
KaraMelih Aug 16, 2024
1031ef3
updates
KaraMelih Aug 16, 2024
221cc90
workflows for py112,113
KaraMelih Aug 16, 2024
b37c421
test the test
KaraMelih Aug 16, 2024
6915977
update peotry files
KaraMelih Aug 16, 2024
79f8ba4
Install hop with pip in buildbot.
Aug 16, 2024
1a25284
Fix package name.
Aug 16, 2024
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35 changes: 31 additions & 4 deletions .github/workflows/tests.yml
Original file line number Diff line number Diff line change
Expand Up @@ -22,8 +22,8 @@ jobs:
matrix:
# Test all supported Python versions under Ubuntu
os: [ubuntu-latest]
python-version: ['3.9', '3.10', '3.11']
# python-version: ['3.9', '3.10', '3.11', '3.12']
# python-version: ['3.9', '3.10', '3.11']
python-version: ['3.11', '3.12']
# # Additionally, test one Python version under MacOS and Windows, to detect OS-specific issues
# include:
# - os: macos-latest
Expand Down Expand Up @@ -52,8 +52,35 @@ jobs:
- name: Install SNEWS_Coincidence_System
run: |
python -m poetry install


- name: Install hop-client
run: |
python -m pip install setuptools wheel
python -m pip install hop-client==0.9.0
cd /home/runner/work/SNEWS_Coincidence_System/SNEWS_Coincidence_System

- shell: bash
env:
USERNAME: ${{ secrets.hop_user_name }}
PASSWORD: ${{ secrets.hop_user_password }}
run: |
sudo apt-get install -y expect
which expect
/usr/bin/expect << HOP
spawn hop auth add
expect "Username:"
send "$USERNAME\n"
expect "Password:"
send "$PASSWORD\n"
expect "Hostname (may be empty):"
send "kafka.scimma.org\n"
expect "Token endpoint (empty if not applicable):"
send "\n"
expect eof
HOP
hop auth locate

# Run the unit tests
- name: Test with pytest
run: |
python -m poetry run pytest
python -m poetry run pytest snews_cs
1 change: 0 additions & 1 deletion logs/.gitignore

This file was deleted.

2,095 changes: 773 additions & 1,322 deletions poetry.lock

Large diffs are not rendered by default.

8 changes: 4 additions & 4 deletions pyproject.toml
Original file line number Diff line number Diff line change
Expand Up @@ -29,20 +29,20 @@ classifiers = [
snews_cs = "snews_cs.__main__:main"

[tool.poetry.dependencies]
python = ">=3.9, <3.13"
python = ">=3.11, <3.13"
click = "^8.1.7"
hop-client = "^0.8.0"
hop-client = "^0.9.0"
ipython = "<7.33.0" # Constrained by snews_pt
numpy = "^1.26.0"
pandas = "^2.1.1"
python-dotenv = "0.19.2" # Constrained by snews_pt
pymongo = "^4.5.0"
slack-sdk = "^3.22.0"
snews-pt = "^1.3.3"
slack-sdk = "^3.26.2"
matplotlib = "^3.8.0"
scipy = "^1.11.3"
sqlalchemy = "^2.0.32"
tabulate = "^0.9.0"
snews-pt = { git = "https://github.com/SNEWS2/SNEWS_Publishing_Tools.git", branch = "main" }

[tool.poetry.group.dev.dependencies]
autopep8 = "^2.0.4"
Expand Down
179 changes: 65 additions & 114 deletions requirements.txt
Original file line number Diff line number Diff line change
@@ -1,114 +1,65 @@
adc-streaming==2.3.2 ; python_version >= "3.9" and python_version < "3.13"
alabaster==0.7.16 ; python_version >= "3.9" and python_version < "3.13"
ansicon==1.89.0 ; python_version >= "3.9" and python_version < "3.13" and platform_system == "Windows"
appnope==0.1.3 ; python_version >= "3.9" and python_version < "3.13" and sys_platform == "darwin"
astroid==3.0.2 ; python_version >= "3.9" and python_version < "3.13"
atomicwrites==1.4.1 ; python_version >= "3.9" and python_version < "3.13" and sys_platform == "win32"
attrs==21.4.0 ; python_version >= "3.9" and python_version < "3.13"
authlib==1.3.0 ; python_version >= "3.9" and python_version < "3.13"
babel==2.14.0 ; python_version >= "3.9" and python_version < "3.13"
backcall==0.2.0 ; python_version >= "3.9" and python_version < "3.13"
blessed==1.20.0 ; python_version >= "3.9" and python_version < "3.13"
certifi==2024.2.2 ; python_version >= "3.9" and python_version < "3.13"
cffi==1.16.0 ; python_version >= "3.9" and python_version < "3.13" and platform_python_implementation != "PyPy"
charset-normalizer==3.3.2 ; python_version >= "3.9" and python_version < "3.13"
click==8.1.7 ; python_version >= "3.9" and python_version < "3.13"
colorama==0.4.6 ; python_version >= "3.9" and python_version < "3.13" and (platform_system == "Windows" or sys_platform == "win32")
confluent-kafka==2.3.0 ; python_version >= "3.9" and python_version < "3.13"
contourpy==1.2.0 ; python_version >= "3.9" and python_version < "3.13"
cryptography==42.0.2 ; python_version >= "3.9" and python_version < "3.13"
cycler==0.12.1 ; python_version >= "3.9" and python_version < "3.13"
decorator==5.1.1 ; python_version >= "3.9" and python_version < "3.13"
distlib==0.3.8 ; python_version >= "3.9" and python_version < "3.13"
dnspython==2.5.0 ; python_version >= "3.9" and python_version < "3.13"
docutils==0.17.1 ; python_version >= "3.9" and python_version < "3.13"
editor==1.6.6 ; python_version >= "3.9" and python_version < "3.13"
extras==1.0.0 ; python_version >= "3.9" and python_version < "3.13"
fastavro==1.9.3 ; python_version >= "3.9" and python_version < "3.13"
filelock==3.13.1 ; python_version >= "3.9" and python_version < "3.13"
fixtures==3.0.0 ; python_version >= "3.9" and python_version < "3.13"
fonttools==4.47.2 ; python_version >= "3.9" and python_version < "3.13"
greenlet==3.0.3 ; python_version < "3.13" and (platform_machine == "aarch64" or platform_machine == "ppc64le" or platform_machine == "x86_64" or platform_machine == "amd64" or platform_machine == "AMD64" or platform_machine == "win32" or platform_machine == "WIN32") and python_version >= "3.9"
hop-client==0.8.0 ; python_version >= "3.9" and python_version < "3.13"
idna==3.6 ; python_version >= "3.9" and python_version < "3.13"
imagesize==1.4.1 ; python_version >= "3.9" and python_version < "3.13"
importlib-metadata==7.0.1 ; python_version >= "3.9" and python_version < "3.10"
importlib-resources==6.1.1 ; python_version >= "3.9" and python_version < "3.10"
iniconfig==2.0.0 ; python_version >= "3.9" and python_version < "3.13"
inquirer==3.2.3 ; python_version >= "3.9" and python_version < "3.13"
ipython==7.32.0 ; python_version >= "3.9" and python_version < "3.13"
iso8601==2.1.0 ; python_version >= "3.9" and python_version < "3.13"
jedi==0.19.1 ; python_version >= "3.9" and python_version < "3.13"
jinja2==3.1.3 ; python_version >= "3.9" and python_version < "3.13"
jinxed==1.2.1 ; python_version >= "3.9" and python_version < "3.13" and platform_system == "Windows"
kiwisolver==1.4.5 ; python_version >= "3.9" and python_version < "3.13"
markdown-it-py==2.2.0 ; python_version >= "3.9" and python_version < "3.13"
markupsafe==2.1.4 ; python_version >= "3.9" and python_version < "3.13"
matplotlib-inline==0.1.6 ; python_version >= "3.9" and python_version < "3.13"
matplotlib==3.8.2 ; python_version >= "3.9" and python_version < "3.13"
mdit-py-plugins==0.3.5 ; python_version >= "3.9" and python_version < "3.13"
mdurl==0.1.2 ; python_version >= "3.9" and python_version < "3.13"
mock==4.0.3 ; python_version >= "3.9" and python_version < "3.13"
myst-parser==0.16.1 ; python_version >= "3.9" and python_version < "3.13"
nose==1.3.7 ; python_version >= "3.9" and python_version < "3.13"
numpy==1.26.3 ; python_version >= "3.9" and python_version < "3.13"
packaging==23.2 ; python_version >= "3.9" and python_version < "3.13"
pandas==2.2.0 ; python_version >= "3.9" and python_version < "3.13"
parso==0.8.3 ; python_version >= "3.9" and python_version < "3.13"
pbr==6.0.0 ; python_version >= "3.9" and python_version < "3.13"
pexpect==4.9.0 ; python_version >= "3.9" and python_version < "3.13" and sys_platform != "win32"
pickleshare==0.7.5 ; python_version >= "3.9" and python_version < "3.13"
pillow==10.2.0 ; python_version >= "3.9" and python_version < "3.13"
platformdirs==2.6.2 ; python_version >= "3.9" and python_version < "3.13"
pluggy==1.4.0 ; python_version >= "3.9" and python_version < "3.13"
prompt-toolkit==3.0.43 ; python_version >= "3.9" and python_version < "3.13"
ptyprocess==0.7.0 ; python_version >= "3.9" and python_version < "3.13" and sys_platform != "win32"
py==1.11.0 ; python_version >= "3.9" and python_version < "3.13"
pycparser==2.21 ; python_version >= "3.9" and python_version < "3.13" and platform_python_implementation != "PyPy"
pygments==2.17.2 ; python_version >= "3.9" and python_version < "3.13"
pymongo==4.6.1 ; python_version >= "3.9" and python_version < "3.13"
pyparsing==3.1.1 ; python_version >= "3.9" and python_version < "3.13"
pytest==6.2.5 ; python_version >= "3.9" and python_version < "3.13"
python-dateutil==2.8.2 ; python_version >= "3.9" and python_version < "3.13"
python-dotenv==0.19.2 ; python_version >= "3.9" and python_version < "3.13"
python-subunit==1.4.4 ; python_version >= "3.9" and python_version < "3.13"
pytz==2024.1 ; python_version >= "3.9" and python_version < "3.13"
pyyaml==6.0.1 ; python_version >= "3.9" and python_version < "3.13"
readchar==4.0.5 ; python_version >= "3.9" and python_version < "3.13"
requests==2.31.0 ; python_version >= "3.9" and python_version < "3.13"
runs==1.2.2 ; python_version >= "3.9" and python_version < "3.13"
scipy==1.12.0 ; python_version >= "3.9" and python_version < "3.13"
setuptools==62.1.0 ; python_version >= "3.9" and python_version < "3.13"
six==1.14.0 ; python_version >= "3.9" and python_version < "3.13"
slack-sdk==3.26.2 ; python_version >= "3.9" and python_version < "3.13"
snews-pt==1.3.3 ; python_version >= "3.9" and python_version < "3.13"
snowballstemmer==2.2.0 ; python_version >= "3.9" and python_version < "3.13"
sphinx-autoapi==1.8.4 ; python_version >= "3.9" and python_version < "3.13"
sphinx-rtd-theme==1.0.0 ; python_version >= "3.9" and python_version < "3.13"
sphinx==4.5.0 ; python_version >= "3.9" and python_version < "3.13"
sphinxcontrib-applehelp==1.0.8 ; python_version >= "3.9" and python_version < "3.13"
sphinxcontrib-devhelp==1.0.6 ; python_version >= "3.9" and python_version < "3.13"
sphinxcontrib-htmlhelp==2.0.5 ; python_version >= "3.9" and python_version < "3.13"
sphinxcontrib-jsmath==1.0.1 ; python_version >= "3.9" and python_version < "3.13"
sphinxcontrib-programoutput==0.17 ; python_version >= "3.9" and python_version < "3.13"
sphinxcontrib-qthelp==1.0.7 ; python_version >= "3.9" and python_version < "3.13"
sphinxcontrib-serializinghtml==1.1.10 ; python_version >= "3.9" and python_version < "3.13"
sqlalchemy==2.0.32 ; python_version >= "3.9" and python_version < "3.13"
tabulate==0.9.0 ; python_version >= "3.9" and python_version < "3.13"
testrepository==0.0.20 ; python_version >= "3.9" and python_version < "3.13"
testresources==2.0.1 ; python_version >= "3.9" and python_version < "3.13"
testscenarios==0.5.0 ; python_version >= "3.9" and python_version < "3.13"
testtools==2.5.0 ; python_version >= "3.9" and python_version < "3.13"
toml==0.10.2 ; python_version >= "3.9" and python_version < "3.13"
tqdm==4.66.1 ; python_version >= "3.9" and python_version < "3.13"
traitlets==5.14.1 ; python_version >= "3.9" and python_version < "3.13"
typing-extensions==4.9.0 ; python_version >= "3.9" and python_version < "3.13"
tzdata==2023.4 ; python_version >= "3.9" and python_version < "3.13"
unidecode==1.3.8 ; python_version >= "3.9" and python_version < "3.13"
urllib3==2.2.0 ; python_version >= "3.9" and python_version < "3.13"
virtualenv==20.13.0 ; python_version >= "3.9" and python_version < "3.13"
wcwidth==0.2.13 ; python_version >= "3.9" and python_version < "3.13"
wheel==0.34.2 ; python_version >= "3.9" and python_version < "3.13"
xmltodict==0.13.0 ; python_version >= "3.9" and python_version < "3.13"
xmod==1.8.1 ; python_version >= "3.9" and python_version < "3.13"
zipp==3.17.0 ; python_version >= "3.9" and python_version < "3.10"
adc-streaming==2.4.0 ; python_version >= "3.11" and python_version < "3.13"
ansicon==1.89.0 ; python_version >= "3.11" and python_version < "3.13" and platform_system == "Windows"
appnope==0.1.4 ; python_version >= "3.11" and python_version < "3.13" and sys_platform == "darwin"
authlib==1.3.1 ; python_version >= "3.11" and python_version < "3.13"
backcall==0.2.0 ; python_version >= "3.11" and python_version < "3.13"
blessed==1.20.0 ; python_version >= "3.11" and python_version < "3.13"
certifi==2024.7.4 ; python_version >= "3.11" and python_version < "3.13"
cffi==1.17.0 ; python_version >= "3.11" and python_version < "3.13" and platform_python_implementation != "PyPy"
charset-normalizer==3.3.2 ; python_version >= "3.11" and python_version < "3.13"
click==8.1.7 ; python_version >= "3.11" and python_version < "3.13"
colorama==0.4.6 ; python_version >= "3.11" and python_version < "3.13" and (platform_system == "Windows" or sys_platform == "win32")
confluent-kafka==2.5.0 ; python_version >= "3.11" and python_version < "3.13"
contourpy==1.2.1 ; python_version >= "3.11" and python_version < "3.13"
cryptography==43.0.0 ; python_version >= "3.11" and python_version < "3.13"
cycler==0.12.1 ; python_version >= "3.11" and python_version < "3.13"
decorator==5.1.1 ; python_version >= "3.11" and python_version < "3.13"
dnspython==2.6.1 ; python_version >= "3.11" and python_version < "3.13"
fastavro==1.9.5 ; python_version >= "3.11" and python_version < "3.13"
fonttools==4.53.1 ; python_version >= "3.11" and python_version < "3.13"
greenlet==3.0.3 ; python_version < "3.13" and (platform_machine == "aarch64" or platform_machine == "ppc64le" or platform_machine == "x86_64" or platform_machine == "amd64" or platform_machine == "AMD64" or platform_machine == "win32" or platform_machine == "WIN32") and python_version >= "3.11"
hop-client==0.9.0 ; python_version >= "3.11" and python_version < "3.13"
idna==3.7 ; python_version >= "3.11" and python_version < "3.13"
inquirer==2.10.1 ; python_version >= "3.11" and python_version < "3.13"
ipython==7.32.0 ; python_version >= "3.11" and python_version < "3.13"
jedi==0.19.1 ; python_version >= "3.11" and python_version < "3.13"
jinxed==1.3.0 ; python_version >= "3.11" and python_version < "3.13" and platform_system == "Windows"
kiwisolver==1.4.5 ; python_version >= "3.11" and python_version < "3.13"
matplotlib-inline==0.1.7 ; python_version >= "3.11" and python_version < "3.13"
matplotlib==3.9.2 ; python_version >= "3.11" and python_version < "3.13"
numpy==1.26.4 ; python_version >= "3.11" and python_version < "3.13"
packaging==24.1 ; python_version >= "3.11" and python_version < "3.13"
pandas==2.2.2 ; python_version >= "3.11" and python_version < "3.13"
parso==0.8.4 ; python_version >= "3.11" and python_version < "3.13"
pexpect==4.9.0 ; python_version >= "3.11" and python_version < "3.13" and sys_platform != "win32"
pickleshare==0.7.5 ; python_version >= "3.11" and python_version < "3.13"
pillow==10.4.0 ; python_version >= "3.11" and python_version < "3.13"
pluggy==1.5.0 ; python_version >= "3.11" and python_version < "3.13"
prompt-toolkit==3.0.47 ; python_version >= "3.11" and python_version < "3.13"
ptyprocess==0.7.0 ; python_version >= "3.11" and python_version < "3.13" and sys_platform != "win32"
pycparser==2.22 ; python_version >= "3.11" and python_version < "3.13" and platform_python_implementation != "PyPy"
pygments==2.18.0 ; python_version >= "3.11" and python_version < "3.13"
pymongo==4.8.0 ; python_version >= "3.11" and python_version < "3.13"
pyparsing==3.1.2 ; python_version >= "3.11" and python_version < "3.13"
python-dateutil==2.9.0.post0 ; python_version >= "3.11" and python_version < "3.13"
python-dotenv==0.19.2 ; python_version >= "3.11" and python_version < "3.13"
python-editor==1.0.4 ; python_version >= "3.11" and python_version < "3.13"
pytz==2024.1 ; python_version >= "3.11" and python_version < "3.13"
readchar==4.2.0 ; python_version >= "3.11" and python_version < "3.13"
requests==2.32.3 ; python_version >= "3.11" and python_version < "3.13"
scipy==1.14.0 ; python_version >= "3.11" and python_version < "3.13"
setuptools==62.1.0 ; python_version >= "3.11" and python_version < "3.13"
six==1.16.0 ; python_version >= "3.11" and python_version < "3.13"
slack-sdk==3.31.0 ; python_version >= "3.11" and python_version < "3.13"
snews-pt @ git+https://github.com/SNEWS2/SNEWS_Publishing_Tools.git@e513fb7561ad1a037c06489a8e4ecb20ef5efb88 ; python_version >= "3.11" and python_version < "3.13"
sqlalchemy==2.0.32 ; python_version >= "3.11" and python_version < "3.13"
tabulate==0.9.0 ; python_version >= "3.11" and python_version < "3.13"
toml==0.10.2 ; python_version >= "3.11" and python_version < "3.13"
tqdm==4.66.5 ; python_version >= "3.11" and python_version < "3.13"
traitlets==5.14.3 ; python_version >= "3.11" and python_version < "3.13"
typing-extensions==4.12.2 ; python_version >= "3.11" and python_version < "3.13"
tzdata==2024.1 ; python_version >= "3.11" and python_version < "3.13"
urllib3==2.2.2 ; python_version >= "3.11" and python_version < "3.13"
wcwidth==0.2.13 ; python_version >= "3.11" and python_version < "3.13"
wheel==0.34.2 ; python_version >= "3.11" and python_version < "3.13"
xmltodict==0.13.0 ; python_version >= "3.11" and python_version < "3.13"
7 changes: 6 additions & 1 deletion snews_cs/alert_pub.py
Original file line number Diff line number Diff line change
Expand Up @@ -15,7 +15,7 @@ class AlertPublisher:
""" Class to publish SNEWS SuperNova Alerts based on coincidence

"""
def __init__(self, env_path=None, verbose=True, auth=True, firedrill_mode=True):
def __init__(self, env_path=None, verbose=True, auth=True, firedrill_mode=True, is_test=False):
"""
Alert publisher constructor
Parameters
Expand All @@ -36,6 +36,11 @@ def __init__(self, env_path=None, verbose=True, auth=True, firedrill_mode=True):
self.alert_topic = os.getenv("ALERT_TOPIC")
self.verbose = verbose

if is_test:
# use a test topic
self.alert_topic = os.getenv("CONNECTION_TEST_TOPIC")


def __enter__(self):
self.stream = Stream(until_eos=True, auth=self.auth).open(self.alert_topic, 'w')
return self
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9 changes: 9 additions & 0 deletions snews_cs/core/logging.py
Original file line number Diff line number Diff line change
Expand Up @@ -25,6 +25,15 @@
log_dir = os.path.abspath(os.path.join(os.path.dirname(os.path.realpath(__file__)), "../../logs"))

log_file = f"{log_dir}/snews_cs.log"

# Check if the directory exists, if not, create it
if not os.path.exists(log_dir):
os.makedirs(log_dir)

# Check if the log file exists, if not, create it
if not os.path.isfile(log_file):
open(log_file, 'w').close()

fh = FileHandler(log_file)

formatter = Formatter(
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11 changes: 8 additions & 3 deletions snews_cs/cs_alert_schema.py
Original file line number Diff line number Diff line change
Expand Up @@ -34,7 +34,7 @@ def id_format(self, num_detectors):
else:
return f'SNEWS_Coincidence_ALERT-UPDATE {date_time}'

def get_cs_alert_schema(self, data):
def get_cs_alert_schema(self, data, is_test=False):
""" Create a message schema for alert.
Internally called in hop_pub

Expand All @@ -50,10 +50,15 @@ def get_cs_alert_schema(self, data):

"""
id = self.id_format(len(data['detector_names']))
alert_type = "TEST "+ data['alert_type'] if is_test else data['alert_type']
try:
far = f"Would happen every {data['false_alarm_prob']:.2e} year"
except:
far = data['false_alarm_prob']
return {"_id": id,
"alert_type":data['alert_type'],
"alert_type":alert_type,
"server_tag": data['server_tag'],
"False Alarm Prob": f"Would happen every {data['false_alarm_prob']:.2e} year",
"False Alarm Prob": far,
"detector_names": data['detector_names'],
"sent_time": id.split(' ')[1],
"p_values": data['p_vals'],
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